API for torchvision
Models, Datasets and Transformations for Images

Global functions
.build_lw_detr	Source code
.isel	Source code
.load_rcnn_state_dict	Source code
.lw_detr_build_scale_layers	Source code
.lw_detr_postprocess	Source code
.min_max_scale	Source code
.nms_r	Source code
.rename_convnext_state_dict	Source code
.rename_fasterrcnn_state_dict	Source code
.rename_maskrcnn_state_dict	Source code
.rename_mobilenet_v3_state_dict	Man page Source code
.resnet	Source code
.rotate_item_boxes	Source code
.torchvisionlib_is_available	Source code
InvertedResidualConfig	Source code
`get_image_size.magick-image`	Source code
`prepare_sahi_split.magick-image`	Source code
`transform_crop.magick-image`	Source code
`transform_hflip.magick-image`	Source code
`transform_resize.magick-image`	Source code
`transform_sahi_crop.magick-image`	Source code
`transform_to_tensor.magick-image`	Source code
`vision_make_grid.magick-image`	Source code
add_dataset_transform	Source code
affine_impl	Source code
apply_grid_transform	Source code
as_object_detection_dataset	Source code
as_object_detection_target	Source code
as_segmentation_dataset	Source code
as_segmentation_target	Source code
assert_grid_transform_inputs	Source code
assert_has_ops	Source code
aux_classifier_head	Source code
base_loader	Man page Source code
batched_nms	Man page Source code
blend	Source code
box_area	Man page Source code
box_convert	Man page Source code
box_cxcywh_to_xyxy	Man page Source code
box_inter_union	Source code
box_iou	Man page Source code
box_xywh_to_xyxy	Man page Source code
box_xyxy_to_cxcywh	Man page Source code
box_xyxy_to_xywh	Man page Source code
box_xyxy_to_xyxyr	Man page Source code
build_rfdetr	Source code
caltech101_dataset	Man page
caltech256_dataset	Man page
caltech_classes	Man page Source code
caltech_dataset	Man page
check_bbox_is_xyxy	Source code
check_img	Source code
cifar100_dataset	Man page
cifar10_dataset	Man page
cityscapes_dataset	Man page
cli_abort	Source code
cli_inform	Source code
cli_warn	Source code
clip_boxes_to_image	Man page Source code
coco_caption_dataset	Man page
coco_classes	Man page Source code
coco_detection_dataset	Man page
coco_polygon_to_mask	Man page Source code
coco_segmentation_dataset	Man page
collection_catalog	Man page
combine_batches	Source code
compute_sahi_split	Source code
conv_1x1	Source code
conv_3x3	Source code
convnext_fpn_backbone_base	Source code
convnext_fpn_backbone_small	Source code
convnext_fpn_backbone_tiny	Source code
decode_boxes	Source code
deeplab_head	Source code
deeplabv3_resnet_factory	Source code
deg2rad	Source code
deprecated	Source code
download_and_cache	Source code
draw_bounding_boxes	Man page Source code
draw_bounding_boxes.default	Man page Source code
draw_bounding_boxes.image_with_bounding_box	Man page Source code
draw_bounding_boxes.image_with_rotated_box	Man page Source code
draw_bounding_boxes.torch_tensor	Man page Source code
draw_keypoints	Man page Source code
draw_segmentation_masks	Man page Source code
draw_segmentation_masks.default	Man page Source code
draw_segmentation_masks.image_with_segmentation_mask	Man page Source code
draw_segmentation_masks.torch_tensor	Man page Source code
effnet	Source code
effnetv2	Source code
emnist_collection	Man page
emnist_dataset	Man page Source code
eurosat100_dataset	Man page
eurosat_all_bands_dataset	Man page
eurosat_dataset	Man page
fashion_mnist_dataset	Man page
fcn_head	Source code
fer_dataset	Man page
fgvc_aircraft_dataset	Man page
flickr30k_caption_dataset	Man page
flickr8k_caption_dataset	Man page
flickr_caption_dataset	Man page
flowers102_dataset	Man page
folder_make_dataset	Source code
gen_affine_grid	Source code
gen_encoder_output_proposals	Source code
gen_sineembed_for_position	Source code
generalized_box_iou	Man page Source code
get_center_crop_params	Source code
get_clones	Source code
get_collection_catalog	Man page Source code
get_image_size.torch_tensor	Source code
get_inverse_affine_matrix	Source code
get_perspective_coeffs	Source code
get_random_crop_params	Source code
get_random_erasing_params	Source code
get_random_resized_crop_params	Source code
has_file_allowed_extension	Source code
has_ops	Source code
hsv2rgb	Source code
image_folder_dataset	Man page
imagenet_1k_classes	Man page
imagenet_21k_classes	Man page Source code
imagenet_21k_df	Man page Source code
imagenet_classes	Man page Source code
is_image_file	Source code
is_tensor_image	Source code
is_url	Source code
item_transform_affine	Man page Source code
item_transform_affine.dataset	Source code
item_transform_affine.default	Source code
item_transform_affine.image_with_bounding_box	Source code
item_transform_affine.image_with_rotated_box	Source code
item_transform_affine.image_with_segmentation_mask	Source code
item_transform_center_crop	Man page Source code
item_transform_center_crop.dataset	Source code
item_transform_center_crop.default	Source code
item_transform_center_crop.image_with_bounding_box	Source code
item_transform_crop	Man page Source code
item_transform_crop.dataset	Source code
item_transform_crop.default	Source code
item_transform_crop.image_with_bounding_box	Source code
item_transform_crop.image_with_rotated_box	Source code
item_transform_crop.image_with_segmentation_mask	Source code
item_transform_hflip	Man page Source code
item_transform_hflip.dataset	Source code
item_transform_hflip.default	Source code
item_transform_hflip.image_with_bounding_box	Source code
item_transform_hflip.image_with_rotated_box	Source code
item_transform_hflip.image_with_segmentation_mask	Source code
item_transform_pad	Man page Source code
item_transform_pad.dataset	Source code
item_transform_pad.default	Source code
item_transform_pad.image_with_bounding_box	Source code
item_transform_pad.image_with_rotated_box	Source code
item_transform_pad.image_with_segmentation_mask	Source code
item_transform_perspective	Man page Source code
item_transform_perspective.dataset	Source code
item_transform_perspective.default	Source code
item_transform_perspective.image_with_bounding_box	Source code
item_transform_perspective.image_with_rotated_box	Source code
item_transform_perspective.image_with_segmentation_mask	Source code
item_transform_random_affine	Man page Source code
item_transform_random_affine.dataset	Source code
item_transform_random_affine.default	Source code
item_transform_random_affine.image_with_bounding_box	Source code
item_transform_random_affine.image_with_rotated_box	Source code
item_transform_random_affine.image_with_segmentation_mask	Source code
item_transform_random_crop	Man page Source code
item_transform_random_crop.dataset	Source code
item_transform_random_crop.default	Source code
item_transform_random_crop.image_with_bounding_box	Source code
item_transform_random_crop.image_with_rotated_box	Source code
item_transform_random_crop.image_with_segmentation_mask	Source code
item_transform_random_erasing	Man page Source code
item_transform_random_erasing.dataset	Source code
item_transform_random_erasing.default	Source code
item_transform_random_erasing.image_with_bounding_box	Source code
item_transform_random_horizontal_flip	Man page Source code
item_transform_random_horizontal_flip.dataset	Source code
item_transform_random_horizontal_flip.default	Source code
item_transform_random_horizontal_flip.image_with_bounding_box	Source code
item_transform_random_horizontal_flip.image_with_rotated_box	Source code
item_transform_random_horizontal_flip.image_with_segmentation_ma	Source code
item_transform_random_perspective	Man page Source code
item_transform_random_perspective.dataset	Source code
item_transform_random_perspective.default	Source code
item_transform_random_perspective.image_with_bounding_box	Source code
item_transform_random_perspective.image_with_rotated_box	Source code
item_transform_random_resize_crop	Man page Source code
item_transform_random_resize_crop.dataset	Source code
item_transform_random_resize_crop.default	Source code
item_transform_random_resize_crop.image_with_bounding_box	Source code
item_transform_random_resize_crop.image_with_segmentation_mask	Source code
item_transform_random_rotation	Man page Source code
item_transform_random_rotation.dataset	Source code
item_transform_random_rotation.default	Source code
item_transform_random_rotation.image_with_bounding_box	Source code
item_transform_random_vertical_flip	Man page Source code
item_transform_random_vertical_flip.dataset	Source code
item_transform_random_vertical_flip.default	Source code
item_transform_random_vertical_flip.image_with_bounding_box	Source code
item_transform_random_vertical_flip.image_with_rotated_box	Source code
item_transform_random_vertical_flip.image_with_segmentation_mask	Source code
item_transform_resize	Man page Source code
item_transform_resize.dataset	Source code
item_transform_resize.default	Source code
item_transform_resize.image_with_bounding_box	Source code
item_transform_resize.image_with_segmentation_mask	Source code
item_transform_rotate	Man page Source code
item_transform_rotate.dataset	Source code
item_transform_rotate.default	Source code
item_transform_rotate.image_with_bounding_box	Source code
item_transform_rotate.image_with_rotated_box	Source code
item_transform_rotate.image_with_segmentation_mask	Source code
item_transform_vflip	Man page Source code
item_transform_vflip.dataset	Source code
item_transform_vflip.default	Source code
item_transform_vflip.image_with_bounding_box	Source code
item_transform_vflip.image_with_rotated_box	Source code
item_transform_vflip.image_with_segmentation_mask	Source code
kmnist_dataset	Man page
lfw_dataset	Man page
lfw_pairs_dataset	Man page
lfw_people_dataset	Man page
list_collection_datasets	Man page Source code
load_inception_weights	Source code
load_vit_torchscript_model	Source code
lw_detr_gen_proposals	Source code
lw_detr_gen_sineembed	Source code
magick_loader	Man page Source code
make_divisible	Source code
maxvit_bn	Source code
maxvit_conv_bn_act	Source code
maxvit_relative_position_index	Source code
maxvit_window_departition	Source code
maxvit_window_partition	Source code
mnist_dataset	Man page
mobilenet_v3_320_fpn_backbone	Source code
mobilenet_v3_fpn_backbone	Source code
mobilenet_v3_large_config	Source code
mobilenet_v3_small_config	Source code
mobilenetv2.make_divisible	Source code
model_alexnet	Man page Source code
model_convnext	Man page
model_convnext_base_1k	Man page
model_convnext_base_22k	Man page
model_convnext_base_detection	Man page Source code
model_convnext_base_fcn	Man page Source code
model_convnext_base_upernet	Man page Source code
model_convnext_detection	Man page
model_convnext_large_1k	Man page
model_convnext_large_22k	Man page
model_convnext_segmentation	Man page
model_convnext_small_22k	Man page
model_convnext_small_22k1k	Man page
model_convnext_small_detection	Man page Source code
model_convnext_small_fcn	Man page Source code
model_convnext_small_upernet	Man page Source code
model_convnext_tiny_1k	Man page
model_convnext_tiny_22k	Man page
model_convnext_tiny_detection	Man page Source code
model_convnext_tiny_fcn	Man page Source code
model_convnext_tiny_upernet	Man page Source code
model_deeplabv3	Man page
model_deeplabv3_resnet101	Man page Source code
model_deeplabv3_resnet50	Man page Source code
model_efficientnet	Man page
model_efficientnet_b0	Man page Source code
model_efficientnet_b1	Man page Source code
model_efficientnet_b2	Man page Source code
model_efficientnet_b3	Man page Source code
model_efficientnet_b4	Man page Source code
model_efficientnet_b5	Man page Source code
model_efficientnet_b6	Man page Source code
model_efficientnet_b7	Man page Source code
model_efficientnet_v2	Man page
model_efficientnet_v2_l	Man page Source code
model_efficientnet_v2_m	Man page Source code
model_efficientnet_v2_s	Man page Source code
model_facenet	Man page
model_facenet_inception_resnet_v1	Man page
model_facenet_onet	Man page
model_facenet_pnet	Man page
model_facenet_rnet	Man page
model_fasterrcnn	Man page
model_fasterrcnn_mobilenet_v3_large_320_fpn	Man page Source code
model_fasterrcnn_mobilenet_v3_large_fpn	Man page Source code
model_fasterrcnn_resnet50_fpn	Man page Source code
model_fasterrcnn_resnet50_fpn_v2	Man page Source code
model_fcn_resnet	Man page
model_fcn_resnet101	Man page Source code
model_fcn_resnet50	Man page Source code
model_inception_v3	Man page Source code
model_lw_detr	Man page
model_lw_detr_large	Man page Source code
model_lw_detr_medium	Man page Source code
model_lw_detr_small	Man page Source code
model_lw_detr_tiny	Man page Source code
model_maskrcnn	Man page
model_maskrcnn_resnet50_fpn	Man page Source code
model_maskrcnn_resnet50_fpn_v2	Man page Source code
model_maxvit	Man page Source code
model_mobilenet_v2	Man page Source code
model_mobilenet_v3	Man page
model_mobilenet_v3_large	Man page Source code
model_mobilenet_v3_large_quantized	Man page Source code
model_mobilenet_v3_small	Man page Source code
model_mtcnn	Man page
model_resnet	Man page
model_resnet101	Man page Source code
model_resnet152	Man page Source code
model_resnet18	Man page Source code
model_resnet34	Man page Source code
model_resnet50	Man page Source code
model_resnext101_32x8d	Man page Source code
model_resnext50_32x4d	Man page Source code
model_rfdetr	Man page
model_rfdetr_base	Man page Source code
model_rfdetr_base_2	Man page Source code
model_rfdetr_base_o365	Man page Source code
model_rfdetr_large	Man page Source code
model_rfdetr_medium	Man page Source code
model_rfdetr_nano	Man page Source code
model_rfdetr_small	Man page Source code
model_vgg	Man page
model_vgg11	Man page Source code
model_vgg11_bn	Man page Source code
model_vgg13	Man page Source code
model_vgg13_bn	Man page Source code
model_vgg16	Man page Source code
model_vgg16_bn	Man page Source code
model_vgg19	Man page Source code
model_vgg19_bn	Man page Source code
model_vit	Man page
model_vit_b_16	Man page Source code
model_vit_b_32	Man page Source code
model_vit_base	Source code
model_vit_h_14	Man page Source code
model_vit_l_16	Man page Source code
model_vit_l_32	Man page Source code
model_wide_resnet101_2	Man page Source code
model_wide_resnet50_2	Man page Source code
nms	Man page Source code
normalize_interpolation_mode	Source code
not_implemented_error	Source code
oxfordiiitpet_binary_dataset	Man page
oxfordiiitpet_dataset	Man page
oxfordiiitpet_segmentation_dataset	Man page
pad_symmetric	Source code
pascal_detection_dataset	Man page
pascal_segmentation_dataset	Man page
pascal_voc_classes	Man page Source code
pascal_voc_datasets	Man page
perspective_boxes	Source code
perspective_grid	Source code
perspective_impl	Source code
places365_dataset	Man page
places365_dataset_large	Man page
postprocess_detections	Source code
prepare_sahi_split	Man page Source code
prepare_sahi_split.dataset	Source code
prepare_sahi_split.numeric	Source code
prepare_sahi_split.torch_tensor	Source code
qmnist_dataset	Man page
rad2deg	Source code
random_affine_item	Source code
rcnn_anchors	Source code
rcnn_base_anchors	Source code
rcnn_decode	Source code
rcnn_detect	Source code
rcnn_filter_proposals	Source code
rcnn_forward	Source code
rcnn_masks	Source code
rcnn_mobilenet_rpn_config	Source code
rcnn_multiscale_roi_align	Source code
rcnn_paste_masks	Source code
rcnn_pool_levels	Source code
rcnn_proposals	Source code
rcnn_resnet_rpn_config	Source code
rcnn_roi_align_single	Source code
read_batch	Source code
read_sn3_pascalvincent	Source code
release_bullets	Source code
remove_small_boxes	Man page Source code
rescale_box_angle	Source code
resnet_fpn_backbone	Source code
resnet_fpn_backbone_v2	Source code
rf100_biology_collection	Man page
rf100_damage_collection	Man page
rf100_document_collection	Man page
rf100_infrared_collection	Man page
rf100_medical_collection	Man page
rf100_peixos_segmentation_dataset	Man page
rf100_underwater_collection	Man page
rfdetr_aa_bicubic_weights	Source code
rfdetr_interpolate_bicubic_aa	Source code
rgb2hsv	Source code
rotate_compute_output_size	Source code
rotate_impl	Source code
runtime_error	Source code
search_collection	Man page Source code
set_dataset_task_class	Source code
stop_iteration_error	Source code
target_transform_affine	Man page Source code
target_transform_affine.default	Source code
target_transform_affine.object_detection_target	Man page Source code
target_transform_coco_masks	Man page Source code
target_transform_coco_masks.default	Source code
target_transform_coco_masks.segmentation_target	Man page Source code
target_transform_resize	Man page Source code
target_transform_resize.default	Source code
target_transform_resize.object_detection_target	Man page Source code
target_transform_rotate	Man page Source code
target_transform_rotate.dataset	Man page Source code
target_transform_rotate.default	Source code
target_transform_rotate.object_detection_target	Man page Source code
target_transform_sahi_crop	Man page Source code
target_transform_sahi_crop.default	Source code
target_transform_sahi_crop.object_detection_target	Man page Source code
target_transform_trimap_masks	Man page Source code
target_transform_trimap_masks.default	Source code
target_transform_trimap_masks.segmentation_target	Man page Source code
tensor_image_browse	Man page Source code
tensor_image_display	Man page Source code
tiny_imagenet_dataset	Man page
transform_adjust_brightness	Man page
transform_adjust_brightness.torch_tensor	Source code
transform_adjust_contrast	Man page
transform_adjust_contrast.torch_tensor	Source code
transform_adjust_gamma	Man page
transform_adjust_gamma.torch_tensor	Source code
transform_adjust_hue	Man page
transform_adjust_hue.torch_tensor	Source code
transform_adjust_saturation	Man page
transform_adjust_saturation.torch_tensor	Source code
transform_affine	Man page
transform_affine.torch_tensor	Source code
transform_center_crop	Man page Source code
transform_center_crop.default	Source code
transform_color_jitter	Man page
transform_convert_image_dtype	Man page Source code
transform_convert_image_dtype.default	Source code
transform_convert_image_dtype.torch_tensor	Source code
transform_crop	Man page
transform_crop.torch_tensor	Source code
transform_five_crop	Man page
transform_five_crop.torch_tensor	Source code
transform_grayscale	Man page
transform_grayscale.torch_tensor	Source code
transform_hflip	Man page
transform_hflip.torch_tensor	Source code
transform_linear_transformation	Man page
transform_linear_transformation.torch_tensor	Source code
transform_normalize	Man page Source code
transform_normalize.default	Source code
transform_normalize.torch_tensor	Source code
transform_pad	Man page Source code
transform_pad.default	Source code
transform_pad.torch_tensor	Source code
transform_perspective	Man page
transform_perspective.torch_tensor	Source code
transform_random_affine	Man page
transform_random_apply	Man page Source code
transform_random_apply.default	Source code
transform_random_choice	Man page Source code
transform_random_choice.default	Source code
transform_random_crop	Man page Source code
transform_random_crop.default	Source code
transform_random_erasing	Man page
transform_random_grayscale	Man page
transform_random_grayscale.torch_tensor	Source code
transform_random_horizontal_flip	Man page Source code
transform_random_horizontal_flip.default	Source code
transform_random_order	Man page Source code
transform_random_order.default	Source code
transform_random_perspective	Man page
transform_random_resized_crop	Man page Source code
transform_random_resized_crop.default	Source code
transform_random_rotation	Man page
transform_random_vertical_flip	Man page Source code
transform_random_vertical_flip.default	Source code
transform_resize	Man page Source code
transform_resize.default	Source code
transform_resize.torch_tensor	Source code
transform_resized_crop	Man page
transform_rgb_to_grayscale	Man page
transform_rgb_to_grayscale.torch_tensor	Source code
transform_rotate	Man page
transform_rotate.torch_tensor	Source code
transform_sahi_crop	Man page
transform_sahi_crop.torch_tensor	Source code
transform_ten_crop	Man page
transform_ten_crop.torch_tensor	Source code
transform_to_tensor	Man page Source code
transform_to_tensor.array	Source code
transform_to_tensor.default	Source code
transform_to_tensor.list	Source code
transform_vflip	Man page
transform_vflip.torch_tensor	Source code
type_error	Source code
upcast	Source code
validate_convnext_num_classes	Source code
validate_num_classes	Source code
value_error	Source code
vgg	Source code
vgg_make_layers	Source code
vggface2_dataset	Man page
vision_make_grid	Man page Source code
vision_make_grid.default	Man page Source code
vision_make_grid.magick-image	Man page
vision_make_grid.torch_tensor	Man page Source code
warn	Source code
whoi_plankton_dataset	Man page
whoi_small_coralnet_dataset	Man page
whoi_small_plankton_dataset	Man page